ArticlePhysical review research
Exactly solvable statistical physics models for large neuronal populations.
Article in Physical review research. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
8 citing papers in PubMed.
- Inferring effective neuronal circuits via network flux counting.PLoS computational biology · 2026Article
- Simple input-output dependencies explain neuronal activity.Nature physics · 2026Article
- Article
- Quantifying the compressibility of the human brain.Proceedings of the National Academy of Sciences of the United States of America · 2026Article
- Minimax entropy: The statistical physics of optimal models.Physical review. E · 2025Article
- Statistical physics of large-scale neural activity with loops.Proceedings of the National Academy of Sciences of the United States of America · 2025Article
- Exact minimax entropy models of large-scale neuronal activity.Physical review. E · 2025Article
- Thermodynamic analog of integrate-and-fire neuronal networks by maximum entropy modelling.Scientific reports · 2024Article
Corrections and comments
- Update of
Authors and funding
5 authors.
Funding
Abstract
Maximum-entropy methods provide a principled path connecting measurements of neural activity directly to statistical physics models, and this approach has been successful for populations of
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.